dobin-package {dobin}R Documentation

dobin: Dimension Reduction for Outlier Detection

Description

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A dimension reduction technique for outlier detection. DOBIN: a Distance based Outlier BasIs using Neighbours, constructs a set of basis vectors for outlier detection. This is not an outlier detection method; rather it is a pre-processing method for outlier detection. It brings outliers to the fore-front using fewer basis vectors (Kandanaarachchi, Hyndman 2020) doi:10.1080/10618600.2020.1807353.

Author(s)

Maintainer: Sevvandi Kandanaarachchi sevvandik@gmail.com (ORCID)

See Also

Useful links:


[Package dobin version 1.0.4 Index]